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Evaluating cost and profit efficiency: a comparison of parametric and nonparametric methodologies

  • Delis, Manthos D
  • Koutsomanoli-Filippaki, Anastasia
  • Staikouras, Christos
  • Gerogiannaki, Katerina

The objective of this article is 2-fold. First, it provides an empirical assessment of the cost and profit stochastic frontiers based on a panel dataset of Greek commercial banks over the period 1993 to 2005. Second, on the basis of the same sample, it also compares the most widely used parametric and nonparametric techniques to cost efficiency measurement, namely, the Stochastic Frontier Approach and Data EnvelopmentAnalysis. The results suggest greater similarities between the predictions of cost and profit efficiency methods than between parametric and nonparametric techniques. Such evidence is new in the literature and calls for a more technically level playing field for estimating bank efficiency.

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File URL: http://mpra.ub.uni-muenchen.de/14039/1/MPRA_paper_14039.pdf
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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 14039.

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Date of creation: 08 Jan 2008
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Handle: RePEc:pra:mprapa:14039
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  1. Allen N. Berger & Loretta J. Mester, 1997. "Inside the black box: what explains differences in the efficiencies of financial institutions?," Working Papers 97-1, Federal Reserve Bank of Philadelphia.
  2. Allen N. Berger & David B. Humphrey, 1997. "Efficiency of Financial Institutions: International Survey and Directions for Future Research," Center for Financial Institutions Working Papers 97-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
  3. Nicos C. Kamberoglou & Elias Liapis & George T. Simigiannis & Panagiota Tzamourani, 2004. "Cost Efficiency in Greek Banking," Working Papers 09, Bank of Greece.
  4. Hondroyiannis, George & Lolos, Sarantis & Papapetrou, Evangelia, 1999. "Assessing competitive conditions in the Greek banking system," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(4), pages 377-391, November.
  5. Berger, Allen N. & Hancock, Diana & Humphrey, David B., 1993. "Bank efficiency derived from the profit function," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 317-347, April.
  6. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
  7. Robert A. Eisenbeis & Gary D. Ferrier & Simon H. Kwan, 1999. "The informativeness of stochastic frontier and programming frontier efficiency scores: Cost efficiency and other measures of bank holding company performance," Working Paper 99-23, Federal Reserve Bank of Atlanta.
  8. Francisco Pérez García & Javier Quesada Ibañez & Joaquín Maudos Villarroya & José Manuel Pastor Monsálvez, 1999. "- Cost And Profit Efficiency In European Banks," Working Papers. Serie EC 1999-12, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  9. Paul W. Bauer & Allen N. Berger & Gary D. Ferrier & David B. Humphrey, 1997. "Consistency conditions for regulatory analysis of financial institutions: a comparison of frontier efficiency methods," Financial Services working paper 97-02, Federal Reserve Bank of Cleveland.
  10. Hasan, Iftekhar & Marton, Katherin, 2000. "Development and Efficiency of the Banking Sector in a Transitional Economy: Hungarian Experience," BOFIT Discussion Papers 7/2000, Bank of Finland, Institute for Economies in Transition.
  11. Kumbhakar, Subal C. & Tsionas, Efthymios G., 2005. "Measuring technical and allocative inefficiency in the translog cost system: a Bayesian approach," Journal of Econometrics, Elsevier, vol. 126(2), pages 355-384, June.
  12. Ferrier, Gary D. & Lovell, C. A. Knox, 1990. "Measuring cost efficiency in banking : Econometric and linear programming evidence," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 229-245.
  13. Eichengreen, Barry & Gibson, Heather D, 2001. "Greek Banking at the Dawn of the New Millennium," CEPR Discussion Papers 2791, C.E.P.R. Discussion Papers.
  14. Vivas, Ana Lozano, 1997. "Profit efficiency for Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 98(2), pages 381-394, April.
  15. Allen N. Berger & David B. Humphrey, 1990. "The dominance of inefficiencies over scale and product mix economies in banking," Finance and Economics Discussion Series 107, Board of Governors of the Federal Reserve System (U.S.).
  16. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
  17. Huang, Tai-Hsin & Wang, Mei-Hui, 2002. "Comparison of Economic Efficiency Estimation Methods: Parametric and Non-parametric Techniques," Manchester School, University of Manchester, vol. 70(5), pages 682-709, September.
  18. Sophocles N. Brissimis & Matthaios D. Delis & Efthymios G. Tsionas, 2006. "Technical and Allocative Efficiency in European Banking," Working Papers 46, Bank of Greece.
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  20. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
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